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This project focuses on developing and applying machine learning (ML) methodologies to analyze complex omic datasets, including genomics, transcriptomics, proteomics, and metabolomics. By leveraging advanced ML techniques, the project aims to uncover novel biological insights, identify biomarkers, and enhance our understanding of molecular mechanisms underlying various diseases. The initiative is a collaborative effort maintained by the Institute of Molecular Biology NAS RA (IMB), ...
Programme: Bioinformatics Tools for Analysis of Big Genomic Data
Public web page: Not specified
This project focuses on studies around brain disorders and ageing.
Programme: Genes, Environment and Chronic Diseases
Public web page: Not specified
In this project genetic engineering and functional genomics approaches will be used to describe molecular mechanisms of FMF. Using DNA/RNA samples obtained from FMF patients and healthy subjects MEFV nanopore gene sequencing will be performed to identify genetic variants and possibly find novel putative functional variants. The impact of genetic variants on transcriptome landscape will be studies by RNA-sequencing using nanopore sequencing device. Based on MEFV sequencing data and patients clinical ...
Programme: Cellular basis of diseases
Public web page: Not specified
Start date: 1st Sep 2021
End date: 31st Aug 2024
Programme: Plant Genomics & Bioinformatics
Public web page: Not specified
Programme: Bioinformatics Tools for Analysis of Big Genomic Data
Public web page: Not specified
Together with the scientists at Agenus, a US-based biotech company specializing in innovative forms of cancer treatment, including the discovery and development of immuno-oncology therapies, ABI has formed a team of students and researchers to study cancer metastases and identify potential biomarkers and targets for cancer immunotherapies. This collaboration is also part of our long-term vision of supporting biotech developments in Armenia. The team discovers transcriptomics heterogeneity of Liver ...
Programme: Cancer Omics
Public web page: https://abi.am/research/research-labs/agenus-lab/
Start date: 21st Feb 2024